Improved watershed algorithm for resolving the oversegmentation problem in video segmentation

被引：0
|
作者：
Kim, SG [1 ]
Jeoune, DS [1 ]
Park, JH [1 ]
Chang, CS [1 ]
Yoon, YW [1 ]
机构：
[1] Hyundai High Sch Informat & Sci, Dept Comp Sci, Dong Gu, Ulsan 682010, South Korea
来源：
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS I AND II | 2001年
关键词：
oversegmentation problem; watershed algorithm; video segmentation;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we propose the improved watershed algorithm that resolves the oversegmentation problem shown in the previous watershed algorithm and its modifications. The principal idea of the proposed algorithm is merging the shallow catchment basin whose depth is less than a given threshold into the deeper one during flooding step. In the flooding process, the growth of the existing catchment basins and the extraction of newly flooded ones are accomplished as a consequence, the proposed algorithm shows good segmentation results by adding very small amount of calculations.
引用
收藏
页码：253 / 259
页数：7
相关论文
共 50 条
  • [21] Brain CT Image Segmentation Based on Improved Watershed Algorithm
    Jiang Wenjuan
    Xu Dong
    Li Fuyun
    2019 15TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS 2019), 2019, : 332 - 335
  • [22] Bridge Crack Image Segmentation Based on Improved Watershed Algorithm
    Zhang, Liang
    Luo, Wenguang
    Xu, Yani
    PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 3537 - 3541
  • [23] An applied research on improved watershed algorithm in medical image segmentation
    Hai, Ben Zhai
    Xie, Rui Yun
    Yuan, Pei Yan
    International Journal of Signal Processing, Image Processing and Pattern Recognition, 2016, 9 (11): : 191 - 198
  • [24] Masseter segmentation using an improved watershed algorithm with unsupervised classification
    Ng, H. P.
    Ong, S. H.
    Foong, K. W. C.
    Goh, P. S.
    Nowinski, W. L.
    COMPUTERS IN BIOLOGY AND MEDICINE, 2008, 38 (02) : 171 - 184
  • [25] Research on Segmentation of Grape Disease Based on Improved Watershed Algorithm
    Wang Lele
    Li Guodong
    Shi Liping
    Liu Mengying
    Lv Dongmei
    Wang Lijuan
    2017 INTERNATIONAL CONFERENCE ON SMART CITY AND SYSTEMS ENGINEERING (ICSCSE 2017), 2017, : 132 - 135
  • [26] Building Segmentation in Mountainous Environment Based on Improved Watershed Algorithm
    Shi, Huien
    Fu, Wentao
    Huang, Jianhua
    ICVIP 2019: PROCEEDINGS OF 2019 3RD INTERNATIONAL CONFERENCE ON VIDEO AND IMAGE PROCESSING, 2019, : 168 - 172
  • [27] A Fast Segmentation Algorithm of SAR Oil Slick with An improved Watershed
    Kong, Longteng
    Che, Yunlong
    Guo, Hao
    An, Jubai
    2013 2ND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION AND MEASUREMENT, SENSOR NETWORK AND AUTOMATION (IMSNA), 2013, : 344 - 348
  • [28] Video Segmentation using Short Term Hierarchical Fast Watershed Algorithm
    Durga, R.
    Yamuna, G.
    Barkavi, R.
    PROCEEDINGS OF THE 2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION AND SIGNAL PROCESSING (ICCSP), 2018, : 281 - 284
  • [29] An Efficient Predictive Watershed Video Segmentation Algorithm Using Motion Vectors
    Chung, Kuo-Liang
    Lai, Yah-Syun
    Huang, Pei-Ling
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2010, 26 (02) : 699 - 711
  • [30] Video segmentation based on watershed algorithm and optical flow motion estimation
    Hsu, WL
    Shih, CWJ
    MULTIMEDIA STORAGE AND ARCHIVING SYSTEMS IV, 1999, 3846 : 56 - 66
12345